# A multimodal deep learning approach for gravel road condition evaluation through image and audio integration

> Research article (Transportation Engineering, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4391479944](https://www.wikidata.org/wiki/openalex:W4391479944)  
**Source**: https://4ort.xyz/entity/a-multimodal-deep-learning-approach-for-gravel-road-condition-evaluation-through-image-and-audio-integration